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story-deslop (De-AI Web Fiction Polish)

Detects and removes AI-writing tells from web-fiction prose with graded diagnostics, minimal edits, and deterministic checker scripts.

Content & WritingIntermediate★ 7,346⑂ 1,052AI score 9/10Last updated: Oct 3, 2026

What it does

  • Scans your draft and produces an AI-slop report: severity level (light / moderate / heavy) plus a table marking clichés, over-symmetrical sentences, hollow emotion summaries, uniform paragraph rhythm, repeated description, narrator-explains voice, and action-list prose.
  • Grades severity from six measurable metrics: banned-word density per 1,000 chars, consecutive parallel-structure paragraphs, ratio of unanchored emotion sentences, dialogue-tag density, average sentences per paragraph, repeated-description density.
  • Rewrites with a minimum-change rule: only how something is said changes; plot, characters, settings, names, numbers and proper nouns stay intact.
  • Guards against over-deletion: deletion caps (≤15% / ≤25% / ≤35% by severity), no whole-paragraph deletion, and uncertain spots flagged [需复核] (needs review) instead of cut.
  • In file mode it runs bundled scripts: check-ai-patterns.js (sentence-pattern checker, report-only), check-degeneration.js (loop/truncation/placeholder detection), normalize-punctuation.js (cleans leftover ……, ——, --).
  • Convergence rules cap it at 3 rewrite passes and hand off to human review if edits keep piling up.

Who it's for

  • Authors and editors of Chinese web fiction / serialized genre novels.
  • Anyone drafting with an LLM who keeps hearing "this reads like AI wrote it."
  • Users of the oh-story-claudecode pipeline who want an automated final polish stage.

Example uses

  1. Paste a passage and say "this feels too AI" — you get a diagnostic table plus a polished version with per-edit rationale.
  2. Point it at a chapter file: pre-check script runs, only the selected gates are applied, edits are written to disk, and the report returns a short representative excerpt.
  3. Say "just flag it, don't edit" — it runs scan + grading only and leaves the file untouched.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/zenstory-ai/oh-story-claudecode/HEAD/skills/story-deslop/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the skills/story-deslop folder from the GitHub repo zenstory-ai/oh-story-claudecode into my ~/.claude/skills/zenstory-ai-story-deslop/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/zenstory-ai/oh-story-claudecode.git && mkdir -p ~/.claude/skills && cp -r oh-story-claudecode/skills/story-deslop ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal and go to the folder where you keep tools.
  2. Clone the repo: git clone https://github.com/zenstory-ai/oh-story-claudecode.git
  3. Create the skills folder: mkdir -p ~/.claude/skills
  4. Copy just this skill: cp -r oh-story-claudecode/skills/story-deslop ~/.claude/skills/
  5. Make sure Node.js is available for the checker scripts: node -v (add python3 if you want the author-memory feature).
  6. Restart Claude Code and invoke it with /story-deslop, or simply ask "remove the AI flavor from this passage."
  7. Optional: to use the full pipeline and the narrative-writer sub-agent, run /story-setup as described in the repo; without it the skill degrades gracefully to solo mode.
View source on GitHub ↗License: MIT